Challenge and Dataset on Large-scale Human-centric Video Analysis in Complex Events (HiEve) |
TCFM
1
2
Benchmark
performance:
MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|
43.9713 | 38.3998 | 45.1835 | 21.3012 | 29.5908 | 3821 | 33423 | 1794 | 97 | 2782 | 77.6975 |
Detailed
performance:
Video ID | MOTA | w_MOTA | IDF1 | MT | ML | FP | FN | ID_Sw | ID_Sw_DT | Frag | MOTP |
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 74.3336 | 72.3205 | 64.4624 | 67.3469 | 8.1633 | 300 | 2656 | 106 | 6 | 330 | 80.8980 |
21 | 9.8704 | 5.8704 | 25.9358 | 0.0000 | 33.3333 | 162 | 672 | 70 | 1 | 86 | 67.1361 |
22 | 16.5654 | 10.8023 | 18.1848 | 5.8252 | 50.4854 | 306 | 7479 | 314 | 14 | 472 | 73.2898 |
23 | 73.2605 | 67.8998 | 49.3000 | 57.1429 | 14.2857 | 89 | 1057 | 53 | 6 | 102 | 81.8426 |
24 | 12.1808 | -0.9340 | 19.5443 | 2.7356 | 56.2310 | 548 | 10863 | 384 | 44 | 488 | 69.9257 |
25 | 52.5692 | 47.9617 | 64.6724 | 20.6897 | 1.1494 | 531 | 2145 | 204 | 7 | 209 | 76.7482 |
26 | 34.8118 | 32.6618 | 36.0165 | 17.6471 | 23.5294 | 491 | 1856 | 78 | 2 | 187 | 75.5236 |
27 | 71.1080 | 65.5962 | 55.4219 | 66.1290 | 3.2258 | 312 | 994 | 162 | 7 | 311 | 80.3016 |
28 | 33.4386 | 25.5428 | 39.3107 | 20.0000 | 10.0000 | 399 | 1171 | 116 | 5 | 199 | 72.1036 |
29 | 39.2043 | 37.4001 | 40.7061 | 24.0000 | 16.0000 | 329 | 951 | 80 | 1 | 152 | 74.8498 |
30 | 47.2012 | 47.2012 | 56.7439 | 24.4444 | 4.4444 | 95 | 910 | 42 | 0 | 49 | 78.8648 |
31 | 81.0345 | 81.0345 | 66.7147 | 82.2222 | 4.4444 | 59 | 303 | 56 | 0 | 44 | 79.0237 |
32 | 49.0548 | 46.0319 | 45.8759 | 22.5000 | 27.5000 | 200 | 2366 | 129 | 4 | 153 | 75.6569 |